AI-Enabled Operations

Build operations for the next competitive frontier.

AI creates value when it is connected to strategy, systems, workflows, and execution.

Stellix helps life sciences manufacturers build the digital foundation and operating model required to apply AI in ways that improve performance in the real world.

Explore the Adaptive Operations Journey

AI in life sciences: Beyond the hype, where are we really?

The promise of AI has never been greater—but neither have the challenges of putting it to work in regulated operations. Mike Cody shares practical insights from manufacturing, quality, and digital leaders on what’s working today, what’s holding organizations back, and how the industry can responsibly scale AI together.

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Adaptive Advantages in Action

Explore how Stellix empowers our clients to close the gap between digital vision and real-world execution

In our Resource Hub, you’ll find thought leadership, practical lessons from industry leaders, and customer stories that show how adaptive operating models improve performance without disrupting live operations.

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70% acceleration to manufacturing phase

5x increase in output

20-30% reduction in compute costs

From breakthrough digital plant to global manufacturing platform

Outcome:

Built a repeatable global manufacturing platform that helped compress the first phase to roughly seven months, supported expansion across several sites in different countries, delivered nearly $6M in CapEx savings, and removed more than 7,000 hours of operator wait time per year.

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Stabilizing digital operations to support rapid production scale

Outcome:

Reduced operational friction, cut a critical historian maintenance task from roughly 20 hours to 17 minutes, and gave the client the confidence to invest more than $8M million in targeted improvements instead of pursuing a rip-and-replace estimated at $50M.

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How a biophrama research company built a more scalable cloud foundation

Outcome:

Reduced gene-sequencing processing time by 70–80%, moved 36–48-hour jobs into single-digit hours, lowered compute costs by 20–30%, and created a more governed cloud foundation for continued scientific growth.

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Frontier Transformation for Life Sciences

One journey, four disciplines

Frontier transformation is not a disconnected offer or technology project. It depends on the operational journey Stellix helps our customers navigate.

Operational
foresight

See beyond today’s challenges. Create visibility into risks, opportunities, and emerging trends before they impact performance.

Strategy in
motion

Move from ambition to execution. Translate business objectives into operational action through structured transformation roadmaps and measurable progress.

Digital infrastructure integrity

Create the foundation for continuous evolution through data automation, connectivity, and operational technology ecocsystems.

Outcomes and adaptive advantage

Deliver measurable value that compounds over time, turning operational improvements into durable, competitive advantages.

The Adaptive Operations Journey

How Stellix delivers outcomes
for our clients

Stellix helps clients turn strategy into execution by aligning priorities, modernizing systems, and improving performance in live operations.

Each module in the Adaptive Operations Journey builds the conditions for measurable outcomes, creating the digital foundation, operating discipline, and governance needed to turn AI and emerging technology into real business value.

Perspectives from the Stellix Aspire Series

Get the latest insights from our Aspire event series

We created the Aspire series to give industry leaders a place to learn from peers, explore practical approaches to digital and AI-driven transformation, and turn promising ideas into meaningful progress.

Event-Driven Architecture Through a Control-System Lense
Blog

Event-driven architecture: through a control-system lens

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Blog

Moving from pilots to production is a collective effort

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Sachin Suryawanshi & Tim Adkins of Stellix present at Stellix's June 2026 Aspire event
Blog

Why digital tech transfer keeps stalling — and what actually moves it forward

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Jenn Azar CEO Stellix

Jenn Azar, Stellix

CEO

John Seffernick, Stellix

Sr. Vice President, Strategy & Technology

Jordan Croteau headshot

Jordan Croteau

Director, AI Practice

Optimizing solely for efficiency can undermine critical human elements. Responsible AI deployment must account for what the people who will be using the tools truly need.

We don’t believe in AI because of the herd mentality. We believe judgement-based AI systems will result in the productivity gains that we have seen from rule-based automation systems. They complement our current set of tools in a way that can get us to better outcomes–a faster, safer, smarter journey from discovery to delivery.

Technology is necessary, but never sufficient. You need governance, culture, and mindset evolving alongside the stack. You need Operations, Quality, and Digital at the same table. And you need a partner who has lived both the quixotic vision and the gritty reality of building AI-enabled operations in regulated environments.

Stellix employees interacting with Stella, the Stellix site-monitoring quadruped robot.
Our Culture

We own the work, the company, and the curiosity that drives it

  • The outcome is on us. As an employee-owned company, the work we do shapes what this company becomes. And how it performs.
  • We’re pushed to be better, but not on our own. The work is collaborative. The feedback is real. And the bar doesn’t move.
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Bridging Vision and Reality

The future belongs to adaptive organizations

Let’s have a conversation about improving performance, strengthening operations, and updating systems to adapt as fast as your environment changes.

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